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Update chainlit.md

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- # Welcome to Chainlit! πŸš€πŸ€–
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- Hi there, Developer! πŸ‘‹ We're excited to have you on board. Chainlit is a powerful tool designed to help you prototype, debug and share applications built on top of LLMs.
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- ## Useful Links πŸ”—
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- - **Documentation:** Get started with our comprehensive [Chainlit Documentation](https://docs.chainlit.io) πŸ“š
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- - **Discord Community:** Join our friendly [Chainlit Discord](https://discord.gg/k73SQ3FyUh) to ask questions, share your projects, and connect with other developers! πŸ’¬
 
 
 
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- We can't wait to see what you create with Chainlit! Happy coding! πŸ’»πŸ˜Š
 
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- ## Welcome screen
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-
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- To modify the welcome screen, edit the `chainlit.md` file at the root of your project. If you do not want a welcome screen, just leave this file empty.
 
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+ # Welcome to MentalMindBot! πŸš€πŸ€–
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+ Hello, Developer! πŸ‘‹ Welcome to the Mental Health Advisor Bot powered by cutting-edge Self-Reflection Agentic RAG Langgraph.
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+ ## Useful Information
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+ -**Qdrant:** Similarity Search Engine! (why?) because Parent-Document retriever works with Qdrant Indexing.
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+ -**Vector Store:** Leveraging Qdrant for seamless indexing of 10 Arxiv documents loaded. Once indexed, I retrieve answers in a flash!
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+ -**LLM:** ChatOpenAI gpt3.5-turbo empowered by customized prompt templates for accurate responses. system/user/assistant πŸ“š
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+ -**Langgraph:** agentic rag with a graph with helpfulness node and memory that decides which tools to use at its diposal: including arxiv, pubmed, ragtool, and duckduckgo_results_jsonπŸ’¬
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+ -**Chainlit:** The backbone of my assistant bot's deployment!πŸ€–
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+ ## AIMakerSpace
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+ Special thanks to the AI MakerSpace Team!
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+ I'm eager to Build, Ship, and Share more innovations with you like a legend! Happy coding! πŸ’»πŸ˜Š